Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: binary-crossentropy

khuyentran1401/MNIST-gradient-descent

Implementation of gradient descent from scratch with binary cross entrophy loss

Language: Jupyter Notebook - Size: 15.2 MB - Last synced: 13 days ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 1

fcakyon/balanced-loss

Easy to use class balanced cross entropy and focal loss implementation for Pytorch

Language: Python - Size: 25.4 KB - Last synced: 13 days ago - Pushed: over 1 year ago - Stars: 77 - Forks: 6

vishal815/Customer-Churn-Prediction-using-Artificial-Neural-Network

This project involves building an Artificial Neural Network (ANN) for predicting customer churn. The dataset used contains various customer attributes, and the ANN is trained to predict whether a customer is likely to leave the bank.

Language: Jupyter Notebook - Size: 313 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

srushtii-m/Natural-Language-Processing-with-Disaster-Tweets

Predict which Tweets are about real disasters and which ones are not Microsoft DeBERTa

Language: Jupyter Notebook - Size: 36.1 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

lawl2/object-detection-and-spatial-relation

Language: Python - Size: 3.17 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

ashish807/Predict-Job-Title-and-skills

Job Prediction given job description and skills

Language: Jupyter Notebook - Size: 324 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

1391819/artGAN

A Generative Adversarial Network for the generation of new synthetic art.

Language: Jupyter Notebook - Size: 28 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

parham1998/CNN_Image_Annotaion

Implementation of some basic Image Annotation methods (using various loss functions & threshold optimization) on Corel-5k dataset with PyTorch library

Language: Python - Size: 152 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

imane-ayouni/Offensive-Language-Detection-using-Backpropagation

Simple neural network to detect offensive language usage

Language: Jupyter Notebook - Size: 60.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

leonrenn/MINING-GOLD-FROM-GENERATORS

Mining gold from implicit models to improve likelihood-free inference, example for ROLR and RASCAL.

Language: Jupyter Notebook - Size: 446 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

NinaadRao/Multilabel-Image-Classification-using-Contractive-Autoencoder

Implementing contractive auto encoder for encoding cloud images and using that encoding for multi label image classification

Language: Jupyter Notebook - Size: 17.8 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 10 - Forks: 4

inzapp/absolute-logarithmic-error

Alternative loss function of binary cross entropy and focal loss

Language: Python - Size: 18.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

anwai98/Loss-Functions

Different Loss Function Implementations in PyTorch and Keras

Language: Jupyter Notebook - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

Jonas1312/mse-for-binary-classification

What Happens if We Use a Mean Squared Error Loss for Binary Classification?

Size: 288 KB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

0xN1nja/Spam-Ham-Classification-Using-TensorFlow-NLP

A Model To Predict That A Mail Is Spam Or Not. Achieved 100% Accuracy And 96.65% Validation Accuracy

Language: Jupyter Notebook - Size: 37.9 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

vincentpun123/Credit-Risk-Assessment

Utilize autoencoders for anomaly detection and customer credit risk evaluation

Language: HTML - Size: 1.07 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

Related Keywords
binary-crossentropy 16 deep-learning 7 pytorch 5 machine-learning 5 tensorflow 4 keras 4 focal-loss 4 adam-optimizer 3 neural-network 3 python 3 deep-neural-networks 2 crossentropy 2 dataset 2 loss-functions 2 multilabel-classification 2 convolutional-neural-networks 1 seminar 1 regression 1 physics 1 particle-physics 1 neural-networks 1 likelihood-ratio 1 likelihood-free-inference 1 likelihood-free 1 data-science 1 data-efficient-learning 1 comparison 1 corel-5k 1 image-annotation 1 matthews-correlation-coefficient 1 pairwise-ranking 1 resnet101 1 feedforward 1 binary-classification 1 backpropagation 1 accuarcy 1 resnext 1 xception-net 1 tresnet 1 logistic-regression 1 fraud-prevention 1 credit-risk 1 autoencoder 1 text-classification 1 text 1 tensorboard 1 spam-filtering 1 python3 1 nlp 1 jupyter-notebook 1 binaryclassification 1 mse 1 mean-squared-error 1 tversky-loss 1 lovasz-hinge-loss 1 jaccard-loss 1 iou 1 focal-tversky-loss 1 dice-loss 1 combo-loss 1 loss-function 1 alternative 1 feedforward-neural-network 1 dropout 1 convolutional-neural-network 1 contractive-autonencoders 1 batch-normalization 1 blender 1 bilateral-filter 1 transformer 1 tokenizer 1 nlp-machine-learning 1 huggingface-transformers 1 distilbert 1 deberta-v3-large 1 data-cleaning 1 bert-model 1 optimizer 1 nuralnetwork 1 keras-tensorflow 1 classification 1 churn-prediction 1 activation-functions 1 accuracy 1 pypi 1 pip 1 image-classification 1 cvpr 1 cross-entropy 1 computer-vision 1 class-balanced-loss 1 balanced-loss 1 mnist-classification 1 gradient-descent 1 asymmetric-loss 1 random-noise-injection 1 gan 1 custom-training-loop 1 cnn 1 sigmoid-function 1